1k citations · 2.3k across the 24 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
stat.ML2015★ 113 cited
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree
Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu
We seek to improve deep neural networks by generalizing the pooling operations that play a central role in current architectures. We pursue a careful exploration of approaches to a…
cs.CV2015★ 167 cited
Training Deeper Convolutional Networks with Deep Supervision
Liwei Wang, Chen-Yu Lee, Zhuowen Tu +1
One of the most promising ways of improving the performance of deep convolutional neural networks is by increasing the number of convolutional layers. However, adding layers makes…
cs.CR2015
A Content Creation and Protection Scheme for Medical Images
Chen-Yu Lee, Deng-Jyi Chen
Medical images contain metadata information on where, when, and how an image was acquired, and the majority of this information is stored as pixel data. Image feature descriptions…